{"id":"W3033307468","doi":"10.1007/s00134-020-06144-w","title":"Airway closure, more harmful than atelectasis in intensive care?","year":2020,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Uppsala Universitet","keywords":"Medicine; Pain medicine; Anesthesiology; Atelectasis; Intensive care; Closure (psychology); Intensive care medicine; Airway; Airway management; Medical emergency; Anesthesia; Lung; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001176872,0.0005213877,0.001285119,0.0003609798,0.00006840563,0.0000116273,0.0002519932,0.0002778641,0.0005863994],"category_scores_gemma":[0.005596974,0.0003985309,0.0002507692,0.0007776578,0.0003476521,0.00009998901,0.0001320121,0.0008631262,0.0001856288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002600678,"about_ca_system_score_gemma":0.000324684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002874162,"about_ca_topic_score_gemma":0.0001176756,"domain_scores_codex":[0.9969812,0.00007703785,0.000735781,0.0008252083,0.000720112,0.0006606778],"domain_scores_gemma":[0.985239,0.00009665963,0.0001842607,0.0005161158,0.01324524,0.0007187026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003423073,0.0000510057,0.2863689,0.001641362,0.0005284228,0.01751162,0.3426744,0.000009245622,0.09800439,0.0001799627,0.1992792,0.05032844],"study_design_scores_gemma":[0.007511179,0.005080969,0.0204787,0.001431807,0.0004749801,0.0003207865,0.7745286,0.00005584981,0.09016701,0.00002919432,0.09934932,0.0005715804],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9283866,0.01002102,0.0002111977,0.05430274,0.001296806,0.001338191,0.0000426002,0.0002281416,0.004172655],"genre_scores_gemma":[0.8674144,0.0001662175,0.00008900603,0.1307291,0.0009712414,0.00005195416,0.000293049,0.00008517609,0.0001998517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4318542,"threshold_uncertainty_score":0.9998466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03566340117921697,"score_gpt":0.3058311886738195,"score_spread":0.2701677874946026,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}